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RE: Eigen Values and Eigen Vectors: Visually Explained!
So, for eigen vectors to come into play the lines must be linearly independent of each other, especially orthonormal..Isn't it?
The fault of our education system lies in its reluctance to reveal the applicability of any theory..I haven't known that Eigen values & Vectors have the pragmatic operations even in Google! Interesting.
The eigenvector pair in 2d will be orthogonal. If it is N dim then those N vectors would be orthogonal. Yeah they have lot of applications.